Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
VAR: Visual Analysis for Rashomon Set of Machine Learning Models' Performance
Yuanzhe Jin
Evaluating the performance of closely matched machine learning(ML) models under specific conditions has long been a focus of researchers in the field of machine learning. The Rasho…
cs.LG2024
iGAiVA: Integrated Generative AI and Visual Analytics in a Machine Learning Workflow for Text Classification
Yuanzhe Jin, Adrian Carrasco-Revilla, Min Chen
In developing machine learning (ML) models for text classification, one common challenge is that the collected data is often not ideally distributed, especially when new classes ar…